Overview
Brought to you by YData
Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 21704 |
| Missing cells | 2 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.6 MiB |
| Average record size in memory | 176.0 B |
Variable types
| Categorical | 3 |
|---|---|
| DateTime | 1 |
| Numeric | 19 |
AQI is highly overall correlated with AQI_Bucket and 6 other fields | High correlation |
AQI_Bucket is highly overall correlated with AQI | High correlation |
Benzene is highly overall correlated with Toluene | High correlation |
CO is highly overall correlated with AQI | High correlation |
NO is highly overall correlated with AQI and 2 other fields | High correlation |
NO2 is highly overall correlated with AQI and 3 other fields | High correlation |
NOx is highly overall correlated with NO and 1 other fields | High correlation |
PM10 is highly overall correlated with AQI and 2 other fields | High correlation |
PM2.5 is highly overall correlated with AQI and 4 other fields | High correlation |
PM2.5_rolling is highly overall correlated with AQI and 3 other fields | High correlation |
PM_ratio is highly overall correlated with PM2.5 and 1 other fields | High correlation |
Season is highly overall correlated with month | High correlation |
Toluene is highly overall correlated with Benzene | High correlation |
month is highly overall correlated with Season | High correlation |
Benzene is highly skewed (γ1 = 22.06727317) | Skewed |
PM_ratio is highly skewed (γ1 = 34.54368464) | Skewed |
NOx has 336 (1.5%) zeros | Zeros |
CO has 332 (1.5%) zeros | Zeros |
Benzene has 1761 (8.1%) zeros | Zeros |
Toluene has 1057 (4.9%) zeros | Zeros |
Xylene has 223 (1.0%) zeros | Zeros |
day_of_week has 3045 (14.0%) zeros | Zeros |
Reproduction
| Analysis started | 2026-02-15 14:29:12.998314 |
|---|---|
| Analysis finished | 2026-02-15 14:31:36.210450 |
| Duration | 2 minutes and 23.21 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
City
Categorical
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 339.1 KiB |
| Delhi | |
|---|---|
| Hyderabad | |
| Chennai | |
| Bengaluru | |
| Lucknow | |
| Other values (19) |
Length
| Max length | 18 |
|---|---|
| Median length | 12 |
| Mean length | 8.2931257 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Ahmedabad |
|---|---|
| 2nd row | Ahmedabad |
| 3rd row | Ahmedabad |
| 4th row | Ahmedabad |
| 5th row | Ahmedabad |
Common Values
| Value | Count | Frequency (%) |
| Delhi | 1897 | 8.7% |
| Hyderabad | 1875 | 8.6% |
| Chennai | 1865 | 8.6% |
| Bengaluru | 1774 | 8.2% |
| Lucknow | 1580 | 7.3% |
| Patna | 1368 | 6.3% |
| Ahmedabad | 1211 | 5.6% |
| Visakhapatnam | 1152 | 5.3% |
| Thiruvananthapuram | 1049 | 4.8% |
| Jaipur | 1001 | 4.6% |
| Other values (14) | 6932 |
Length
| Value | Count | Frequency (%) |
| delhi | 1897 | 8.7% |
| hyderabad | 1875 | 8.6% |
| chennai | 1865 | 8.6% |
| bengaluru | 1774 | 8.2% |
| lucknow | 1580 | 7.3% |
| patna | 1368 | 6.3% |
| ahmedabad | 1211 | 5.6% |
| visakhapatnam | 1152 | 5.3% |
| thiruvananthapuram | 1049 | 4.8% |
| jaipur | 1001 | 4.6% |
| Other values (14) | 6932 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 33946 | |
| r | 13904 | 7.7% |
| n | 12822 | 7.1% |
| u | 11416 | 6.3% |
| i | 10735 | 6.0% |
| h | 10467 | 5.8% |
| e | 9442 | 5.2% |
| m | 6919 | 3.8% |
| t | 6600 | 3.7% |
| d | 6467 | 3.6% |
| Other values (27) | 57276 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 179994 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 33946 | |
| r | 13904 | 7.7% |
| n | 12822 | 7.1% |
| u | 11416 | 6.3% |
| i | 10735 | 6.0% |
| h | 10467 | 5.8% |
| e | 9442 | 5.2% |
| m | 6919 | 3.8% |
| t | 6600 | 3.7% |
| d | 6467 | 3.6% |
| Other values (27) | 57276 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 179994 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 33946 | |
| r | 13904 | 7.7% |
| n | 12822 | 7.1% |
| u | 11416 | 6.3% |
| i | 10735 | 6.0% |
| h | 10467 | 5.8% |
| e | 9442 | 5.2% |
| m | 6919 | 3.8% |
| t | 6600 | 3.7% |
| d | 6467 | 3.6% |
| Other values (27) | 57276 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 179994 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 33946 | |
| r | 13904 | 7.7% |
| n | 12822 | 7.1% |
| u | 11416 | 6.3% |
| i | 10735 | 6.0% |
| h | 10467 | 5.8% |
| e | 9442 | 5.2% |
| m | 6919 | 3.8% |
| t | 6600 | 3.7% |
| d | 6467 | 3.6% |
| Other values (27) | 57276 |
Date
Date
| Distinct | 2009 |
|---|---|
| Distinct (%) | 9.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 339.1 KiB |
| Minimum | 2015-01-01 00:00:00 |
|---|---|
| Maximum | 2020-07-01 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
PM2.5
Real number (ℝ)
High correlation
| Distinct | 10851 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.490206 |
| Minimum | 0.16 |
|---|---|
| Maximum | 914.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 339.1 KiB |
Quantile statistics
| Minimum | 0.16 |
|---|---|
| 5-th percentile | 13.4215 |
| Q1 | 28.82 |
| median | 48.705 |
| Q3 | 79.7725 |
| 95-th percentile | 189.4885 |
| Maximum | 914.94 |
| Range | 914.78 |
| Interquartile range (IQR) | 50.9525 |
Descriptive statistics
| Standard deviation | 60.865597 |
|---|---|
| Coefficient of variation (CV) | 0.91540696 |
| Kurtosis | 12.572468 |
| Mean | 66.490206 |
| Median Absolute Deviation (MAD) | 23.185 |
| Skewness | 2.7919349 |
| Sum | 1443103.4 |
| Variance | 3704.621 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 67.45057795 | 112 | 0.5% |
| 20.75 | 12 | 0.1% |
| 27.82 | 11 | 0.1% |
| 29.75 | 10 | < 0.1% |
| 47.43 | 10 | < 0.1% |
| 33.9 | 9 | < 0.1% |
| 22.93 | 9 | < 0.1% |
| 31.08 | 9 | < 0.1% |
| 21.05 | 9 | < 0.1% |
| 28.45 | 9 | < 0.1% |
| Other values (10841) | 21504 |
| Value | Count | Frequency (%) |
| 0.16 | 1 | |
| 0.24 | 1 | |
| 0.28 | 1 | |
| 0.98 | 1 | |
| 0.99 | 1 | |
| 1.14 | 1 | |
| 1.19 | 1 | |
| 1.25 | 1 | |
| 1.39 | 1 | |
| 1.4 | 1 |
| Value | Count | Frequency (%) |
| 914.94 | 1 | |
| 685.36 | 1 | |
| 674.43 | 1 | |
| 645.5 | 1 | |
| 639.19 | 1 | |
| 588.39 | 1 | |
| 582.28 | 1 | |
| 571.02 | 1 | |
| 561.42 | 1 | |
| 555.33 | 1 |
PM10
Real number (ℝ)
High correlation
| Distinct | 11153 |
|---|---|
| Distinct (%) | 51.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 118.00193 |
| Minimum | 0.18 |
|---|---|
| Maximum | 847.41 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 339.1 KiB |
Quantile statistics
| Minimum | 0.18 |
|---|---|
| 5-th percentile | 31 |
| Q1 | 70.3875 |
| median | 118.1271 |
| Q3 | 122.965 |
| 95-th percentile | 270.018 |
| Maximum | 847.41 |
| Range | 847.23 |
| Interquartile range (IQR) | 52.5775 |
Descriptive statistics
| Standard deviation | 75.554189 |
|---|---|
| Coefficient of variation (CV) | 0.64027929 |
| Kurtosis | 8.2512745 |
| Mean | 118.00193 |
| Median Absolute Deviation (MAD) | 31.805 |
| Skewness | 2.248427 |
| Sum | 2561113.8 |
| Variance | 5708.4354 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 118.1271029 | 6035 | 27.8% |
| 94 | 9 | < 0.1% |
| 33.81 | 7 | < 0.1% |
| 39.46 | 6 | < 0.1% |
| 20.53 | 6 | < 0.1% |
| 102.17 | 6 | < 0.1% |
| 87.02 | 6 | < 0.1% |
| 92.4 | 5 | < 0.1% |
| 66.95 | 5 | < 0.1% |
| 46.54 | 5 | < 0.1% |
| Other values (11143) | 15614 |
| Value | Count | Frequency (%) |
| 0.18 | 1 | |
| 0.19 | 2 | |
| 0.2 | 1 | |
| 0.21 | 2 | |
| 0.22 | 1 | |
| 0.23 | 1 | |
| 0.24 | 1 | |
| 0.26 | 2 | |
| 0.27 | 1 | |
| 0.28 | 1 |
| Value | Count | Frequency (%) |
| 847.41 | 1 | |
| 796.88 | 1 | |
| 763.58 | 1 | |
| 761.91 | 1 | |
| 743.98 | 1 | |
| 708.8 | 1 | |
| 706.58 | 1 | |
| 693.21 | 1 | |
| 666.72 | 1 | |
| 654.68 | 1 |
NO
Real number (ℝ)
High correlation
| Distinct | 5475 |
|---|---|
| Distinct (%) | 25.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.920361 |
| Minimum | 0.03 |
|---|---|
| Maximum | 287.14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 339.1 KiB |
Quantile statistics
| Minimum | 0.03 |
|---|---|
| 5-th percentile | 1.74 |
| Q1 | 5.51 |
| median | 10.06 |
| Q3 | 20.18 |
| 95-th percentile | 64.0695 |
| Maximum | 287.14 |
| Range | 287.11 |
| Interquartile range (IQR) | 14.67 |
Descriptive statistics
| Standard deviation | 22.819578 |
|---|---|
| Coefficient of variation (CV) | 1.2733883 |
| Kurtosis | 15.207235 |
| Mean | 17.920361 |
| Median Absolute Deviation (MAD) | 5.83 |
| Skewness | 3.2890283 |
| Sum | 388943.51 |
| Variance | 520.73313 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.94 | 26 | 0.1% |
| 0.92 | 26 | 0.1% |
| 5.23 | 25 | 0.1% |
| 0.9 | 24 | 0.1% |
| 5.28 | 24 | 0.1% |
| 0.97 | 24 | 0.1% |
| 2.81 | 23 | 0.1% |
| 6.29 | 22 | 0.1% |
| 5.7 | 22 | 0.1% |
| 7.78 | 22 | 0.1% |
| Other values (5465) | 21466 |
| Value | Count | Frequency (%) |
| 0.03 | 1 | |
| 0.06 | 1 | |
| 0.1 | 1 | |
| 0.11 | 1 | |
| 0.14 | 1 | |
| 0.18 | 1 | |
| 0.19 | 1 | |
| 0.2 | 1 | |
| 0.21 | 1 | |
| 0.23 | 1 |
| Value | Count | Frequency (%) |
| 287.14 | 1 | |
| 270.09 | 1 | |
| 268.03 | 1 | |
| 246.66 | 1 | |
| 221.74 | 1 | |
| 221.41 | 1 | |
| 221.03 | 1 | |
| 220.86 | 1 | |
| 217.85 | 1 | |
| 215.42 | 1 |
NO2
Real number (ℝ)
High correlation
| Distinct | 7137 |
|---|---|
| Distinct (%) | 32.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.934599 |
| Minimum | 0.01 |
|---|---|
| Maximum | 277.31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 339.1 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 5.27 |
| Q1 | 12.95 |
| median | 23.35 |
| Q3 | 39.3825 |
| 95-th percentile | 76.3285 |
| Maximum | 277.31 |
| Range | 277.3 |
| Interquartile range (IQR) | 26.4325 |
Descriptive statistics
| Standard deviation | 24.691333 |
|---|---|
| Coefficient of variation (CV) | 0.82484263 |
| Kurtosis | 8.6548111 |
| Mean | 29.934599 |
| Median Absolute Deviation (MAD) | 12.03 |
| Skewness | 2.2427299 |
| Sum | 649700.53 |
| Variance | 609.66193 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.58 | 17 | 0.1% |
| 13.9 | 15 | 0.1% |
| 13.27 | 14 | 0.1% |
| 10.97 | 14 | 0.1% |
| 14.19 | 14 | 0.1% |
| 11.68 | 13 | 0.1% |
| 11.22 | 13 | 0.1% |
| 10.01 | 13 | 0.1% |
| 10.09 | 13 | 0.1% |
| 22.09 | 13 | 0.1% |
| Other values (7127) | 21565 |
| Value | Count | Frequency (%) |
| 0.01 | 1 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.05 | 2 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.07 | 6 | |
| 0.08 | 4 | |
| 0.09 | 5 | |
| 0.1 | 2 | < 0.1% |
| 0.11 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 277.31 | 1 | |
| 273.39 | 1 | |
| 266.46 | 1 | |
| 245.62 | 1 | |
| 239.18 | 1 | |
| 239.1 | 1 | |
| 236.79 | 1 | |
| 229.45 | 1 | |
| 220.26 | 1 | |
| 219.01 | 1 |
NOx
Real number (ℝ)
High correlation Zeros
| Distinct | 7668 |
|---|---|
| Distinct (%) | 35.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.788049 |
| Minimum | 0 |
|---|---|
| Maximum | 293.1 |
| Zeros | 336 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 339.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.0615 |
| Q1 | 13.65 |
| median | 23.92 |
| Q3 | 40.75 |
| 95-th percentile | 96.184 |
| Maximum | 293.1 |
| Range | 293.1 |
| Interquartile range (IQR) | 27.1 |
Descriptive statistics
| Standard deviation | 30.873716 |
|---|---|
| Coefficient of variation (CV) | 0.94161492 |
| Kurtosis | 7.6745894 |
| Mean | 32.788049 |
| Median Absolute Deviation (MAD) | 12.37 |
| Skewness | 2.3456565 |
| Sum | 711631.82 |
| Variance | 953.18637 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 336 | 1.5% |
| 4.22 | 181 | 0.8% |
| 6.24 | 110 | 0.5% |
| 4.3 | 29 | 0.1% |
| 2.21 | 27 | 0.1% |
| 4.14 | 15 | 0.1% |
| 4.47 | 15 | 0.1% |
| 16.78 | 14 | 0.1% |
| 4.97 | 13 | 0.1% |
| 15.13 | 12 | 0.1% |
| Other values (7658) | 20952 |
| Value | Count | Frequency (%) |
| 0 | 336 | |
| 0.05 | 1 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| 0.21 | 1 | < 0.1% |
| 0.22 | 1 | < 0.1% |
| 0.28 | 1 | < 0.1% |
| 0.31 | 1 | < 0.1% |
| 0.36 | 1 | < 0.1% |
| 0.38 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 293.1 | 1 | |
| 287.89 | 1 | |
| 262.32 | 1 | |
| 259.54 | 1 | |
| 257.82 | 1 | |
| 254.8 | 1 | |
| 252.14 | 1 | |
| 251.96 | 1 | |
| 244.34 | 1 | |
| 240.12 | 1 |
NH3
Real number (ℝ)
| Distinct | 5724 |
|---|---|
| Distinct (%) | 26.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.559453 |
| Minimum | 0.02 |
|---|---|
| Maximum | 352.89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 339.1 KiB |
Quantile statistics
| Minimum | 0.02 |
|---|---|
| 5-th percentile | 3.49 |
| Q1 | 11.8975 |
| median | 23.483476 |
| Q3 | 26.51 |
| 95-th percentile | 58.067 |
| Maximum | 352.89 |
| Range | 352.87 |
| Interquartile range (IQR) | 14.6125 |
Descriptive statistics
| Standard deviation | 23.107064 |
|---|---|
| Coefficient of variation (CV) | 0.94086232 |
| Kurtosis | 36.838875 |
| Mean | 24.559453 |
| Median Absolute Deviation (MAD) | 9.19 |
| Skewness | 4.6912817 |
| Sum | 533038.38 |
| Variance | 533.93642 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23.48347602 | 5212 | 24.0% |
| 10.46 | 22 | 0.1% |
| 10.42 | 20 | 0.1% |
| 3.66 | 19 | 0.1% |
| 3.65 | 17 | 0.1% |
| 3.64 | 15 | 0.1% |
| 11.99 | 15 | 0.1% |
| 11.7 | 15 | 0.1% |
| 5 | 14 | 0.1% |
| 12.06 | 14 | 0.1% |
| Other values (5714) | 16341 |
| Value | Count | Frequency (%) |
| 0.02 | 1 | < 0.1% |
| 0.04 | 1 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0.12 | 1 | < 0.1% |
| 0.14 | 1 | < 0.1% |
| 0.15 | 3 | |
| 0.17 | 1 | < 0.1% |
| 0.19 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 352.89 | 1 | |
| 328.89 | 1 | |
| 323.48 | 1 | |
| 309.04 | 1 | |
| 303.53 | 1 | |
| 302.08 | 1 | |
| 301.28 | 1 | |
| 301.18 | 1 | |
| 297.64 | 1 | |
| 296.43 | 1 |
CO
Real number (ℝ)
High correlation Zeros
| Distinct | 1582 |
|---|---|
| Distinct (%) | 7.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3689219 |
| Minimum | 0 |
|---|---|
| Maximum | 175.81 |
| Zeros | 332 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 339.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.18 |
| Q1 | 0.62 |
| median | 0.94 |
| Q3 | 1.47 |
| 95-th percentile | 8.43 |
| Maximum | 175.81 |
| Range | 175.81 |
| Interquartile range (IQR) | 0.85 |
Descriptive statistics
| Standard deviation | 7.0701301 |
|---|---|
| Coefficient of variation (CV) | 2.984535 |
| Kurtosis | 102.70975 |
| Mean | 2.3689219 |
| Median Absolute Deviation (MAD) | 0.39 |
| Skewness | 8.6097132 |
| Sum | 51415.08 |
| Variance | 49.98674 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 332 | 1.5% |
| 0.85 | 200 | 0.9% |
| 0.8 | 191 | 0.9% |
| 0.68 | 190 | 0.9% |
| 0.84 | 187 | 0.9% |
| 0.89 | 184 | 0.8% |
| 0.64 | 182 | 0.8% |
| 0.82 | 181 | 0.8% |
| 0.79 | 181 | 0.8% |
| 0.81 | 180 | 0.8% |
| Other values (1572) | 19696 |
| Value | Count | Frequency (%) |
| 0 | 332 | |
| 0.01 | 57 | 0.3% |
| 0.02 | 50 | 0.2% |
| 0.03 | 47 | 0.2% |
| 0.04 | 25 | 0.1% |
| 0.05 | 43 | 0.2% |
| 0.06 | 39 | 0.2% |
| 0.07 | 33 | 0.2% |
| 0.08 | 28 | 0.1% |
| 0.09 | 34 | 0.2% |
| Value | Count | Frequency (%) |
| 175.81 | 1 | |
| 145.32 | 1 | |
| 134.85 | 1 | |
| 124.01 | 1 | |
| 119.68 | 1 | |
| 118.02 | 1 | |
| 115.87 | 1 | |
| 112.71 | 1 | |
| 108.99 | 1 | |
| 108.81 | 1 |
SO2
Real number (ℝ)
| Distinct | 4254 |
|---|---|
| Distinct (%) | 19.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.060786 |
| Minimum | 0.01 |
|---|---|
| Maximum | 186.08 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 339.1 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 2.8 |
| Q1 | 5.89 |
| median | 9.36 |
| Q3 | 14.83 |
| 95-th percentile | 43.42 |
| Maximum | 186.08 |
| Range | 186.07 |
| Interquartile range (IQR) | 8.94 |
Descriptive statistics
| Standard deviation | 16.838655 |
|---|---|
| Coefficient of variation (CV) | 1.1975614 |
| Kurtosis | 23.606384 |
| Mean | 14.060786 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 4.219347 |
| Sum | 305175.29 |
| Variance | 283.54029 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.61 | 30 | 0.1% |
| 5.95 | 29 | 0.1% |
| 5.87 | 29 | 0.1% |
| 5.74 | 29 | 0.1% |
| 5.57 | 28 | 0.1% |
| 5.81 | 27 | 0.1% |
| 4.65 | 27 | 0.1% |
| 6.12 | 27 | 0.1% |
| 5.13 | 26 | 0.1% |
| 8.71 | 26 | 0.1% |
| Other values (4244) | 21426 |
| Value | Count | Frequency (%) |
| 0.01 | 1 | |
| 0.21 | 1 | |
| 0.36 | 1 | |
| 0.41 | 2 | |
| 0.42 | 1 | |
| 0.44 | 1 | |
| 0.51 | 1 | |
| 0.52 | 1 | |
| 0.55 | 1 | |
| 0.56 | 1 |
| Value | Count | Frequency (%) |
| 186.08 | 1 | |
| 178.58 | 1 | |
| 176.88 | 1 | |
| 174.83 | 1 | |
| 172.68 | 1 | |
| 168.45 | 1 | |
| 168.44 | 1 | |
| 167.13 | 2 | |
| 166.39 | 1 | |
| 163.2 | 1 |
O3
Real number (ℝ)
| Distinct | 7328 |
|---|---|
| Distinct (%) | 33.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.261689 |
| Minimum | 0.01 |
|---|---|
| Maximum | 257.73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 339.1 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 7.68 |
| Q1 | 19.88 |
| median | 31.885 |
| Q3 | 46.3825 |
| 95-th percentile | 74.05 |
| Maximum | 257.73 |
| Range | 257.72 |
| Interquartile range (IQR) | 26.5025 |
Descriptive statistics
| Standard deviation | 21.362354 |
|---|---|
| Coefficient of variation (CV) | 0.60582333 |
| Kurtosis | 3.4936049 |
| Mean | 35.261689 |
| Median Absolute Deviation (MAD) | 12.915 |
| Skewness | 1.2981613 |
| Sum | 765319.69 |
| Variance | 456.35015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16.48 | 17 | 0.1% |
| 19.64 | 14 | 0.1% |
| 23.6 | 14 | 0.1% |
| 22.14 | 14 | 0.1% |
| 18.33 | 13 | 0.1% |
| 32.06 | 13 | 0.1% |
| 43.77 | 12 | 0.1% |
| 22.94 | 12 | 0.1% |
| 13.14 | 12 | 0.1% |
| 28.24 | 11 | 0.1% |
| Other values (7318) | 21572 |
| Value | Count | Frequency (%) |
| 0.01 | 1 | < 0.1% |
| 0.04 | 1 | < 0.1% |
| 0.05 | 1 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.07 | 1 | < 0.1% |
| 0.1 | 8 | |
| 0.11 | 1 | < 0.1% |
| 0.12 | 1 | < 0.1% |
| 0.18 | 2 | < 0.1% |
| 0.19 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 257.73 | 1 | |
| 200.41 | 1 | |
| 193.31 | 1 | |
| 186.07 | 1 | |
| 177.07 | 1 | |
| 175.04 | 1 | |
| 169.36 | 1 | |
| 169.35 | 1 | |
| 162.43 | 1 | |
| 162.33 | 1 |
Benzene
Real number (ℝ)
High correlation Skewed Zeros
| Distinct | 1797 |
|---|---|
| Distinct (%) | 8.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5662257 |
| Minimum | 0 |
|---|---|
| Maximum | 455.03 |
| Zeros | 1761 |
| Zeros (%) | 8.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 339.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.35 |
| median | 1.7 |
| Q3 | 3.2808403 |
| 95-th percentile | 9.76 |
| Maximum | 455.03 |
| Range | 455.03 |
| Interquartile range (IQR) | 2.9308403 |
Descriptive statistics
| Standard deviation | 15.804608 |
|---|---|
| Coefficient of variation (CV) | 4.4317464 |
| Kurtosis | 560.29202 |
| Mean | 3.5662257 |
| Median Absolute Deviation (MAD) | 1.57 |
| Skewness | 22.067273 |
| Sum | 77401.363 |
| Variance | 249.78563 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.280840305 | 2288 | 10.5% |
| 0 | 1761 | 8.1% |
| 0.02 | 209 | 1.0% |
| 0.01 | 179 | 0.8% |
| 0.03 | 170 | 0.8% |
| 0.09 | 157 | 0.7% |
| 2 | 157 | 0.7% |
| 0.05 | 152 | 0.7% |
| 0.1 | 147 | 0.7% |
| 0.08 | 147 | 0.7% |
| Other values (1787) | 16337 |
| Value | Count | Frequency (%) |
| 0 | 1761 | |
| 0.01 | 179 | 0.8% |
| 0.02 | 209 | 1.0% |
| 0.03 | 170 | 0.8% |
| 0.04 | 122 | 0.6% |
| 0.05 | 152 | 0.7% |
| 0.06 | 123 | 0.6% |
| 0.07 | 105 | 0.5% |
| 0.08 | 147 | 0.7% |
| 0.09 | 157 | 0.7% |
| Value | Count | Frequency (%) |
| 455.03 | 1 | |
| 454.85 | 1 | |
| 449.38 | 1 | |
| 448.59 | 1 | |
| 445.83 | 1 | |
| 443.63 | 1 | |
| 438.01 | 1 | |
| 435.9 | 1 | |
| 435.09 | 1 | |
| 432.94 | 1 |
Toluene
Real number (ℝ)
High correlation Zeros
| Distinct | 3445 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.570925 |
| Minimum | 0 |
|---|---|
| Maximum | 454.85 |
| Zeros | 1057 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 339.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 1.53 |
| median | 6.36 |
| Q3 | 8.7009721 |
| 95-th percentile | 32.49 |
| Maximum | 454.85 |
| Range | 454.85 |
| Interquartile range (IQR) | 7.1709721 |
Descriptive statistics
| Standard deviation | 19.267902 |
|---|---|
| Coefficient of variation (CV) | 2.0131704 |
| Kurtosis | 245.2406 |
| Mean | 9.570925 |
| Median Absolute Deviation (MAD) | 4.2 |
| Skewness | 12.630577 |
| Sum | 207727.36 |
| Variance | 371.25207 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.70097208 | 4347 | 20.0% |
| 0 | 1057 | 4.9% |
| 0.02 | 100 | 0.5% |
| 0.05 | 90 | 0.4% |
| 0.03 | 85 | 0.4% |
| 6 | 79 | 0.4% |
| 1.1 | 78 | 0.4% |
| 0.04 | 68 | 0.3% |
| 0.08 | 64 | 0.3% |
| 0.06 | 61 | 0.3% |
| Other values (3435) | 15675 |
| Value | Count | Frequency (%) |
| 0 | 1057 | |
| 0.01 | 53 | 0.2% |
| 0.02 | 100 | 0.5% |
| 0.03 | 85 | 0.4% |
| 0.04 | 68 | 0.3% |
| 0.05 | 90 | 0.4% |
| 0.06 | 61 | 0.3% |
| 0.07 | 47 | 0.2% |
| 0.08 | 64 | 0.3% |
| 0.09 | 43 | 0.2% |
| Value | Count | Frequency (%) |
| 454.85 | 1 | |
| 454.12 | 1 | |
| 449.14 | 1 | |
| 448.87 | 1 | |
| 445.84 | 1 | |
| 443.63 | 1 | |
| 437.77 | 1 | |
| 435.94 | 1 | |
| 434.92 | 1 | |
| 433.02 | 1 |
Xylene
Real number (ℝ)
Zeros
| Distinct | 1430 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2042843 |
| Minimum | 0 |
|---|---|
| Maximum | 170.37 |
| Zeros | 223 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 339.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.12 |
| Q1 | 2.16 |
| median | 3.0701278 |
| Q3 | 3.0701278 |
| 95-th percentile | 7.16 |
| Maximum | 170.37 |
| Range | 170.37 |
| Interquartile range (IQR) | 0.91012782 |
Descriptive statistics
| Standard deviation | 4.0680514 |
|---|---|
| Coefficient of variation (CV) | 1.2695663 |
| Kurtosis | 305.07613 |
| Mean | 3.2042843 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.586452 |
| Sum | 69545.786 |
| Variance | 16.549042 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.070127823 | 12879 | |
| 0.1 | 230 | 1.1% |
| 0 | 223 | 1.0% |
| 2 | 132 | 0.6% |
| 0.12 | 100 | 0.5% |
| 0.11 | 87 | 0.4% |
| 0.65 | 77 | 0.4% |
| 0.13 | 73 | 0.3% |
| 0.15 | 72 | 0.3% |
| 0.16 | 71 | 0.3% |
| Other values (1420) | 7760 |
| Value | Count | Frequency (%) |
| 0 | 223 | |
| 0.01 | 52 | 0.2% |
| 0.02 | 37 | 0.2% |
| 0.03 | 42 | 0.2% |
| 0.04 | 40 | 0.2% |
| 0.05 | 47 | 0.2% |
| 0.06 | 52 | 0.2% |
| 0.07 | 67 | 0.3% |
| 0.08 | 56 | 0.3% |
| 0.09 | 57 | 0.3% |
| Value | Count | Frequency (%) |
| 170.37 | 1 | |
| 125.18 | 1 | |
| 116.62 | 1 | |
| 109.23 | 1 | |
| 105.76 | 1 | |
| 94.48 | 1 | |
| 89.7 | 1 | |
| 84.72 | 1 | |
| 81.26 | 1 | |
| 73.39 | 1 |
AQI
Real number (ℝ)
High correlation
| Distinct | 801 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 166.08796 |
| Minimum | 14 |
|---|---|
| Maximum | 1917 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 339.1 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 80 |
| median | 117 |
| Q3 | 207 |
| 95-th percentile | 406 |
| Maximum | 1917 |
| Range | 1903 |
| Interquartile range (IQR) | 127 |
Descriptive statistics
| Standard deviation | 140.76448 |
|---|---|
| Coefficient of variation (CV) | 0.84752974 |
| Kurtosis | 20.247657 |
| Mean | 166.08796 |
| Median Absolute Deviation (MAD) | 47 |
| Skewness | 3.3546411 |
| Sum | 3604773 |
| Variance | 19814.64 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 102 | 193 | 0.9% |
| 100 | 191 | 0.9% |
| 70 | 189 | 0.9% |
| 106 | 181 | 0.8% |
| 66 | 176 | 0.8% |
| 78 | 175 | 0.8% |
| 74 | 175 | 0.8% |
| 68 | 167 | 0.8% |
| 90 | 167 | 0.8% |
| 82 | 166 | 0.8% |
| Other values (791) | 19924 |
| Value | Count | Frequency (%) |
| 14 | 2 | < 0.1% |
| 16 | 1 | < 0.1% |
| 17 | 2 | < 0.1% |
| 18 | 2 | < 0.1% |
| 19 | 22 | |
| 20 | 23 | |
| 21 | 6 | < 0.1% |
| 22 | 8 | < 0.1% |
| 23 | 3 | < 0.1% |
| 24 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 1917 | 1 | |
| 1747 | 1 | |
| 1719 | 1 | |
| 1672 | 1 | |
| 1646 | 1 | |
| 1630 | 1 | |
| 1613 | 1 | |
| 1577 | 1 | |
| 1558 | 1 | |
| 1537 | 1 |
AQI_Bucket
Categorical
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 339.1 KiB |
| Moderate | |
|---|---|
| Satisfactory | |
| Poor | |
| Very Poor | |
| Severe |
Length
| Max length | 12 |
|---|---|
| Median length | 9 |
| Mean length | 8.67946 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Poor |
|---|---|
| 2nd row | Very Poor |
| 3rd row | Severe |
| 4th row | Severe |
| 5th row | Severe |
Common Values
| Value | Count | Frequency (%) |
| Moderate | 7650 | |
| Satisfactory | 7318 | |
| Poor | 2436 | 11.2% |
| Very Poor | 2025 | 9.3% |
| Severe | 1147 | 5.3% |
| Good | 1128 | 5.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| moderate | 7650 | |
| satisfactory | 7318 | |
| poor | 4461 | |
| very | 2025 | 8.5% |
| severe | 1147 | 4.8% |
| good | 1128 | 4.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 26146 | |
| r | 22601 | |
| t | 22286 | |
| a | 22286 | |
| e | 20766 | |
| y | 9343 | 5.0% |
| d | 8778 | 4.7% |
| S | 8465 | 4.5% |
| M | 7650 | 4.1% |
| i | 7318 | 3.9% |
| Other values (8) | 32740 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 188379 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 26146 | |
| r | 22601 | |
| t | 22286 | |
| a | 22286 | |
| e | 20766 | |
| y | 9343 | 5.0% |
| d | 8778 | 4.7% |
| S | 8465 | 4.5% |
| M | 7650 | 4.1% |
| i | 7318 | 3.9% |
| Other values (8) | 32740 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 188379 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 26146 | |
| r | 22601 | |
| t | 22286 | |
| a | 22286 | |
| e | 20766 | |
| y | 9343 | 5.0% |
| d | 8778 | 4.7% |
| S | 8465 | 4.5% |
| M | 7650 | 4.1% |
| i | 7318 | 3.9% |
| Other values (8) | 32740 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 188379 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 26146 | |
| r | 22601 | |
| t | 22286 | |
| a | 22286 | |
| e | 20766 | |
| y | 9343 | 5.0% |
| d | 8778 | 4.7% |
| S | 8465 | 4.5% |
| M | 7650 | 4.1% |
| i | 7318 | 3.9% |
| Other values (8) | 32740 |
year
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2018.093 |
| Minimum | 2015 |
|---|---|
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 254.3 KiB |
Quantile statistics
| Minimum | 2015 |
|---|---|
| 5-th percentile | 2015 |
| Q1 | 2017 |
| median | 2018 |
| Q3 | 2019 |
| 95-th percentile | 2020 |
| Maximum | 2020 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.5056328 |
|---|---|
| Coefficient of variation (CV) | 0.00074606709 |
| Kurtosis | -0.60669147 |
| Mean | 2018.093 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.61659515 |
| Sum | 43800691 |
| Variance | 2.2669301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2019 | 6524 | |
| 2018 | 5066 | |
| 2020 | 3831 | |
| 2016 | 2280 | 10.5% |
| 2017 | 2201 | 10.1% |
| 2015 | 1802 | 8.3% |
| Value | Count | Frequency (%) |
| 2015 | 1802 | 8.3% |
| 2016 | 2280 | 10.5% |
| 2017 | 2201 | 10.1% |
| 2018 | 5066 | |
| 2019 | 6524 | |
| 2020 | 3831 |
| Value | Count | Frequency (%) |
| 2020 | 3831 | |
| 2019 | 6524 | |
| 2018 | 5066 | |
| 2017 | 2201 | 10.1% |
| 2016 | 2280 | 10.5% |
| 2015 | 1802 | 8.3% |
month
Real number (ℝ)
High correlation
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3114173 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 254.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4747404 |
|---|---|
| Coefficient of variation (CV) | 0.55054835 |
| Kurtosis | -1.2163138 |
| Mean | 6.3114173 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.11174924 |
| Sum | 136983 |
| Variance | 12.073821 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 2085 | |
| 3 | 2036 | |
| 6 | 2008 | |
| 1 | 1934 | |
| 4 | 1914 | |
| 2 | 1829 | |
| 12 | 1805 | |
| 11 | 1787 | |
| 10 | 1741 | |
| 7 | 1579 | |
| Other values (2) | 2986 |
| Value | Count | Frequency (%) |
| 1 | 1934 | |
| 2 | 1829 | |
| 3 | 2036 | |
| 4 | 1914 | |
| 5 | 2085 | |
| 6 | 2008 | |
| 7 | 1579 | |
| 8 | 1500 | |
| 9 | 1486 | |
| 10 | 1741 |
| Value | Count | Frequency (%) |
| 12 | 1805 | |
| 11 | 1787 | |
| 10 | 1741 | |
| 9 | 1486 | |
| 8 | 1500 | |
| 7 | 1579 | |
| 6 | 2008 | |
| 5 | 2085 | |
| 4 | 1914 | |
| 3 | 2036 |
day
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.766449 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 254.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.8386165 |
|---|---|
| Coefficient of variation (CV) | 0.56059654 |
| Kurtosis | -1.2025176 |
| Mean | 15.766449 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.00049939068 |
| Sum | 342195 |
| Variance | 78.121141 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 738 | 3.4% |
| 28 | 727 | 3.3% |
| 27 | 723 | 3.3% |
| 23 | 720 | 3.3% |
| 4 | 718 | 3.3% |
| 24 | 717 | 3.3% |
| 26 | 716 | 3.3% |
| 19 | 715 | 3.3% |
| 22 | 713 | 3.3% |
| 5 | 713 | 3.3% |
| Other values (21) | 14504 |
| Value | Count | Frequency (%) |
| 1 | 738 | |
| 2 | 711 | |
| 3 | 711 | |
| 4 | 718 | |
| 5 | 713 | |
| 6 | 699 | |
| 7 | 711 | |
| 8 | 712 | |
| 9 | 708 | |
| 10 | 705 |
| Value | Count | Frequency (%) |
| 31 | 420 | |
| 30 | 662 | |
| 29 | 700 | |
| 28 | 727 | |
| 27 | 723 | |
| 26 | 716 | |
| 25 | 707 | |
| 24 | 717 | |
| 23 | 720 | |
| 22 | 713 |
day_of_week
Real number (ℝ)
Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9998618 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 3045 |
| Zeros (%) | 14.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 254.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.9929956 |
|---|---|
| Coefficient of variation (CV) | 0.66436248 |
| Kurtosis | -1.2442825 |
| Mean | 2.9998618 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.0025656076 |
| Sum | 65109 |
| Variance | 3.9720315 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 3133 | |
| 1 | 3130 | |
| 3 | 3115 | |
| 5 | 3110 | |
| 4 | 3104 | |
| 6 | 3067 | |
| 0 | 3045 |
| Value | Count | Frequency (%) |
| 0 | 3045 | |
| 1 | 3130 | |
| 2 | 3133 | |
| 3 | 3115 | |
| 4 | 3104 | |
| 5 | 3110 | |
| 6 | 3067 |
| Value | Count | Frequency (%) |
| 6 | 3067 | |
| 5 | 3110 | |
| 4 | 3104 | |
| 3 | 3115 | |
| 2 | 3133 | |
| 1 | 3130 | |
| 0 | 3045 |
Season
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 339.1 KiB |
| Monsoon | |
|---|---|
| Summer | |
| Winter | |
| Post-Monsoon |
Length
| Max length | 12 |
|---|---|
| Median length | 6 |
| Mean length | 7.2781515 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Winter |
|---|---|
| 2nd row | Winter |
| 3rd row | Winter |
| 4th row | Winter |
| 5th row | Winter |
Common Values
| Value | Count | Frequency (%) |
| Monsoon | 6573 | |
| Summer | 6035 | |
| Winter | 5568 | |
| Post-Monsoon | 3528 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| monsoon | 6573 | |
| summer | 6035 | |
| winter | 5568 | |
| post-monsoon | 3528 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 33831 | |
| n | 25770 | |
| s | 13629 | |
| m | 12070 | 7.6% |
| e | 11603 | 7.3% |
| r | 11603 | 7.3% |
| M | 10101 | 6.4% |
| t | 9096 | 5.8% |
| u | 6035 | 3.8% |
| S | 6035 | 3.8% |
| Other values (4) | 18192 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 157965 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 33831 | |
| n | 25770 | |
| s | 13629 | |
| m | 12070 | 7.6% |
| e | 11603 | 7.3% |
| r | 11603 | 7.3% |
| M | 10101 | 6.4% |
| t | 9096 | 5.8% |
| u | 6035 | 3.8% |
| S | 6035 | 3.8% |
| Other values (4) | 18192 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 157965 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 33831 | |
| n | 25770 | |
| s | 13629 | |
| m | 12070 | 7.6% |
| e | 11603 | 7.3% |
| r | 11603 | 7.3% |
| M | 10101 | 6.4% |
| t | 9096 | 5.8% |
| u | 6035 | 3.8% |
| S | 6035 | 3.8% |
| Other values (4) | 18192 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 157965 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 33831 | |
| n | 25770 | |
| s | 13629 | |
| m | 12070 | 7.6% |
| e | 11603 | 7.3% |
| r | 11603 | 7.3% |
| M | 10101 | 6.4% |
| t | 9096 | 5.8% |
| u | 6035 | 3.8% |
| S | 6035 | 3.8% |
| Other values (4) | 18192 |
PM_ratio
Real number (ℝ)
High correlation Skewed
| Distinct | 20653 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5944645 |
| Minimum | 0.025408348 |
|---|---|
| Maximum | 65.336066 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 339.1 KiB |
Quantile statistics
| Minimum | 0.025408348 |
|---|---|
| 5-th percentile | 0.23422538 |
| Q1 | 0.36632581 |
| median | 0.4767896 |
| Q3 | 0.60818057 |
| 95-th percentile | 1.2706554 |
| Maximum | 65.336066 |
| Range | 65.310657 |
| Interquartile range (IQR) | 0.24185476 |
Descriptive statistics
| Standard deviation | 1.2243971 |
|---|---|
| Coefficient of variation (CV) | 2.059664 |
| Kurtosis | 1409.1519 |
| Mean | 0.5944645 |
| Median Absolute Deviation (MAD) | 0.11905158 |
| Skewness | 34.543685 |
| Sum | 12902.257 |
| Variance | 1.4991483 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3759849681 | 6 | < 0.1% |
| 0.414179467 | 5 | < 0.1% |
| 0.4039383047 | 5 | < 0.1% |
| 0.5554571409 | 4 | < 0.1% |
| 0.3742221451 | 4 | < 0.1% |
| 0.4454905617 | 4 | < 0.1% |
| 0.2905300234 | 4 | < 0.1% |
| 0.3251149323 | 4 | < 0.1% |
| 0.8405308073 | 4 | < 0.1% |
| 0.747101187 | 4 | < 0.1% |
| Other values (20643) | 21660 |
| Value | Count | Frequency (%) |
| 0.02540834846 | 1 | |
| 0.02551896189 | 1 | |
| 0.02680675746 | 1 | |
| 0.02847679777 | 1 | |
| 0.02904460794 | 1 | |
| 0.03013587934 | 1 | |
| 0.03014514921 | 1 | |
| 0.03105926283 | 1 | |
| 0.03164673413 | 1 | |
| 0.03846153846 | 1 |
| Value | Count | Frequency (%) |
| 65.33606557 | 1 | |
| 54.10569106 | 1 | |
| 53.11666667 | 1 | |
| 51.11023622 | 1 | |
| 47.57364341 | 1 | |
| 47.45967742 | 1 | |
| 47.1015625 | 1 | |
| 46.18253968 | 1 | |
| 46.15079365 | 1 | |
| 41.04201681 | 1 |
PM2.5_rolling
Real number (ℝ)
High correlation
| Distinct | 21156 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.491837 |
| Minimum | 0.22666667 |
|---|---|
| Maximum | 587.44 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 339.1 KiB |
Quantile statistics
| Minimum | 0.22666667 |
|---|---|
| 5-th percentile | 14.5435 |
| Q1 | 30.0775 |
| median | 49.533333 |
| Q3 | 80.075833 |
| 95-th percentile | 186.788 |
| Maximum | 587.44 |
| Range | 587.21333 |
| Interquartile range (IQR) | 49.998333 |
Descriptive statistics
| Standard deviation | 57.583686 |
|---|---|
| Coefficient of variation (CV) | 0.86602639 |
| Kurtosis | 8.3443399 |
| Mean | 66.491837 |
| Median Absolute Deviation (MAD) | 22.931667 |
| Skewness | 2.4375645 |
| Sum | 1443005.9 |
| Variance | 3315.8808 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 67.45057795 | 78 | 0.4% |
| 93.71 | 4 | < 0.1% |
| 36.05333333 | 3 | < 0.1% |
| 77.4 | 3 | < 0.1% |
| 49.92666667 | 3 | < 0.1% |
| 16.07 | 3 | < 0.1% |
| 64.62333333 | 3 | < 0.1% |
| 44.29 | 3 | < 0.1% |
| 51.60705197 | 3 | < 0.1% |
| 39.55333333 | 3 | < 0.1% |
| Other values (21146) | 21596 |
| Value | Count | Frequency (%) |
| 0.2266666667 | 1 | |
| 0.5966666667 | 1 | |
| 0.8033333333 | 1 | |
| 1.103333333 | 1 | |
| 1.123333333 | 1 | |
| 1.19 | 1 | |
| 2.22 | 1 | |
| 2.33 | 1 | |
| 2.756666667 | 1 | |
| 3.006666667 | 1 |
| Value | Count | Frequency (%) |
| 587.44 | 1 | |
| 551.0066667 | 1 | |
| 538.7333333 | 1 | |
| 516.8 | 1 | |
| 511.26 | 1 | |
| 507.2668593 | 1 | |
| 504.1033333 | 1 | |
| 501.94 | 1 | |
| 501.9333333 | 1 | |
| 471.65 | 1 |
Interactions
Correlations
| AQI | AQI_Bucket | Benzene | CO | City | NH3 | NO | NO2 | NOx | O3 | PM10 | PM2.5 | PM2.5_rolling | PM_ratio | SO2 | Season | Toluene | Xylene | day | day_of_week | month | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AQI | 1.000 | 0.616 | 0.204 | 0.592 | 0.247 | 0.390 | 0.507 | 0.521 | 0.493 | 0.288 | 0.754 | 0.850 | 0.854 | 0.384 | 0.386 | 0.179 | 0.257 | 0.050 | -0.019 | -0.000 | -0.032 | -0.281 |
| AQI_Bucket | 0.616 | 1.000 | 0.023 | 0.267 | 0.386 | 0.098 | 0.224 | 0.273 | 0.241 | 0.149 | 0.418 | 0.437 | 0.485 | 0.014 | 0.222 | 0.240 | 0.128 | 0.054 | 0.007 | 0.000 | 0.194 | 0.134 |
| Benzene | 0.204 | 0.023 | 1.000 | 0.186 | 0.121 | 0.022 | 0.184 | 0.246 | 0.203 | 0.134 | 0.175 | 0.171 | 0.159 | 0.042 | 0.121 | 0.028 | 0.622 | 0.233 | -0.002 | -0.010 | 0.045 | -0.003 |
| CO | 0.592 | 0.267 | 0.186 | 1.000 | 0.213 | 0.270 | 0.390 | 0.296 | 0.374 | 0.061 | 0.381 | 0.417 | 0.409 | 0.188 | 0.288 | 0.035 | 0.270 | 0.152 | -0.010 | -0.024 | 0.038 | -0.252 |
| City | 0.247 | 0.386 | 0.121 | 0.213 | 1.000 | 0.219 | 0.170 | 0.220 | 0.207 | 0.180 | 0.271 | 0.183 | 0.198 | 0.050 | 0.275 | 0.077 | 0.158 | 0.080 | 0.000 | 0.000 | 0.059 | 0.281 |
| NH3 | 0.390 | 0.098 | 0.022 | 0.270 | 0.219 | 1.000 | 0.320 | 0.356 | 0.256 | 0.156 | 0.409 | 0.376 | 0.389 | 0.089 | 0.131 | 0.090 | 0.006 | 0.012 | 0.000 | -0.006 | -0.018 | -0.244 |
| NO | 0.507 | 0.224 | 0.184 | 0.390 | 0.170 | 0.320 | 1.000 | 0.515 | 0.778 | -0.052 | 0.462 | 0.458 | 0.446 | 0.117 | 0.363 | 0.150 | 0.214 | 0.126 | -0.012 | -0.015 | 0.058 | -0.068 |
| NO2 | 0.521 | 0.273 | 0.246 | 0.296 | 0.220 | 0.356 | 0.515 | 1.000 | 0.667 | 0.325 | 0.476 | 0.507 | 0.498 | 0.174 | 0.299 | 0.183 | 0.286 | 0.067 | -0.012 | -0.018 | 0.004 | -0.140 |
| NOx | 0.493 | 0.241 | 0.203 | 0.374 | 0.207 | 0.256 | 0.778 | 0.667 | 1.000 | 0.051 | 0.446 | 0.448 | 0.437 | 0.141 | 0.360 | 0.175 | 0.280 | 0.102 | -0.012 | -0.017 | 0.014 | 0.036 |
| O3 | 0.288 | 0.149 | 0.134 | 0.061 | 0.180 | 0.156 | -0.052 | 0.325 | 0.051 | 1.000 | 0.233 | 0.281 | 0.279 | 0.127 | 0.207 | 0.144 | 0.152 | 0.054 | -0.008 | 0.000 | -0.108 | -0.025 |
| PM10 | 0.754 | 0.418 | 0.175 | 0.381 | 0.271 | 0.409 | 0.462 | 0.476 | 0.446 | 0.233 | 1.000 | 0.761 | 0.738 | 0.020 | 0.291 | 0.197 | 0.197 | 0.070 | -0.016 | -0.008 | -0.051 | -0.245 |
| PM2.5 | 0.850 | 0.437 | 0.171 | 0.417 | 0.183 | 0.376 | 0.458 | 0.507 | 0.448 | 0.281 | 0.761 | 1.000 | 0.949 | 0.597 | 0.292 | 0.219 | 0.179 | 0.076 | -0.011 | -0.009 | -0.037 | -0.254 |
| PM2.5_rolling | 0.854 | 0.485 | 0.159 | 0.409 | 0.198 | 0.389 | 0.446 | 0.498 | 0.437 | 0.279 | 0.738 | 0.949 | 1.000 | 0.553 | 0.285 | 0.277 | 0.169 | 0.066 | -0.009 | 0.002 | -0.048 | -0.264 |
| PM_ratio | 0.384 | 0.014 | 0.042 | 0.188 | 0.050 | 0.089 | 0.117 | 0.174 | 0.141 | 0.127 | 0.020 | 0.597 | 0.553 | 1.000 | 0.091 | 0.027 | 0.021 | 0.052 | 0.003 | 0.001 | 0.014 | -0.055 |
| SO2 | 0.386 | 0.222 | 0.121 | 0.288 | 0.275 | 0.131 | 0.363 | 0.299 | 0.360 | 0.207 | 0.291 | 0.292 | 0.285 | 0.091 | 1.000 | 0.087 | 0.301 | 0.061 | 0.003 | -0.007 | -0.036 | 0.114 |
| Season | 0.179 | 0.240 | 0.028 | 0.035 | 0.077 | 0.090 | 0.150 | 0.183 | 0.175 | 0.144 | 0.197 | 0.219 | 0.277 | 0.027 | 0.087 | 1.000 | 0.028 | 0.044 | 0.000 | 0.000 | 0.928 | 0.185 |
| Toluene | 0.257 | 0.128 | 0.622 | 0.270 | 0.158 | 0.006 | 0.214 | 0.286 | 0.280 | 0.152 | 0.197 | 0.179 | 0.169 | 0.021 | 0.301 | 0.028 | 1.000 | 0.198 | -0.004 | -0.006 | 0.058 | 0.074 |
| Xylene | 0.050 | 0.054 | 0.233 | 0.152 | 0.080 | 0.012 | 0.126 | 0.067 | 0.102 | 0.054 | 0.070 | 0.076 | 0.066 | 0.052 | 0.061 | 0.044 | 0.198 | 1.000 | -0.001 | -0.003 | 0.035 | -0.013 |
| day | -0.019 | 0.007 | -0.002 | -0.010 | 0.000 | 0.000 | -0.012 | -0.012 | -0.012 | -0.008 | -0.016 | -0.011 | -0.009 | 0.003 | 0.003 | 0.000 | -0.004 | -0.001 | 1.000 | 0.001 | 0.013 | -0.008 |
| day_of_week | -0.000 | 0.000 | -0.010 | -0.024 | 0.000 | -0.006 | -0.015 | -0.018 | -0.017 | 0.000 | -0.008 | -0.009 | 0.002 | 0.001 | -0.007 | 0.000 | -0.006 | -0.003 | 0.001 | 1.000 | 0.004 | -0.001 |
| month | -0.032 | 0.194 | 0.045 | 0.038 | 0.059 | -0.018 | 0.058 | 0.004 | 0.014 | -0.108 | -0.051 | -0.037 | -0.048 | 0.014 | -0.036 | 0.928 | 0.058 | 0.035 | 0.013 | 0.004 | 1.000 | -0.279 |
| year | -0.281 | 0.134 | -0.003 | -0.252 | 0.281 | -0.244 | -0.068 | -0.140 | 0.036 | -0.025 | -0.245 | -0.254 | -0.264 | -0.055 | 0.114 | 0.185 | 0.074 | -0.013 | -0.008 | -0.001 | -0.279 | 1.000 |
Missing values
Sample
| City | Date | PM2.5 | PM10 | NO | NO2 | NOx | NH3 | CO | SO2 | O3 | Benzene | Toluene | Xylene | AQI | AQI_Bucket | year | month | day | day_of_week | Season | PM_ratio | PM2.5_rolling | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | Ahmedabad | 2015-01-29 | 83.13 | 118.127103 | 6.93 | 28.71 | 33.72 | 23.483476 | 6.93 | 49.52 | 59.76 | 0.02 | 0.00 | 3.14 | 209.0 | Poor | 2015 | 1 | 29 | 3 | Winter | 0.697826 | NaN |
| 29 | Ahmedabad | 2015-01-30 | 79.84 | 118.127103 | 13.85 | 28.68 | 41.08 | 23.483476 | 13.85 | 48.49 | 97.07 | 0.04 | 0.00 | 4.81 | 328.0 | Very Poor | 2015 | 1 | 30 | 4 | Winter | 0.670209 | NaN |
| 30 | Ahmedabad | 2015-01-31 | 94.52 | 118.127103 | 24.39 | 32.66 | 52.61 | 23.483476 | 24.39 | 67.39 | 111.33 | 0.24 | 0.01 | 7.67 | 514.0 | Severe | 2015 | 1 | 31 | 5 | Winter | 0.793438 | 85.830000 |
| 31 | Ahmedabad | 2015-02-01 | 135.99 | 118.127103 | 43.48 | 42.08 | 84.57 | 23.483476 | 43.48 | 75.23 | 102.70 | 0.40 | 0.04 | 25.87 | 782.0 | Severe | 2015 | 2 | 1 | 6 | Winter | 1.141554 | 103.450000 |
| 32 | Ahmedabad | 2015-02-02 | 178.33 | 118.127103 | 54.56 | 35.31 | 72.80 | 23.483476 | 54.56 | 55.04 | 107.38 | 0.46 | 0.06 | 35.61 | 914.0 | Severe | 2015 | 2 | 2 | 0 | Winter | 1.496973 | 136.280000 |
| 33 | Ahmedabad | 2015-02-03 | 139.70 | 118.127103 | 30.61 | 28.40 | 56.73 | 23.483476 | 30.61 | 33.79 | 73.60 | 0.17 | 0.03 | 11.87 | 660.0 | Severe | 2015 | 2 | 3 | 1 | Winter | 1.172697 | 151.340000 |
| 34 | Ahmedabad | 2015-02-04 | 80.65 | 118.127103 | 2.37 | 22.83 | 24.00 | 23.483476 | 2.37 | 25.73 | 47.30 | 0.00 | 0.00 | 0.00 | 294.0 | Poor | 2015 | 2 | 4 | 2 | Winter | 0.677008 | 132.893333 |
| 35 | Ahmedabad | 2015-02-05 | 58.36 | 118.127103 | 2.60 | 21.39 | 23.31 | 23.483476 | 2.60 | 32.66 | 53.54 | 0.00 | 0.00 | 0.00 | 149.0 | Moderate | 2015 | 2 | 5 | 3 | Winter | 0.489897 | 92.903333 |
| 36 | Ahmedabad | 2015-02-06 | 79.29 | 118.127103 | 1.16 | 26.94 | 26.83 | 23.483476 | 1.16 | 67.41 | 59.30 | 0.00 | 0.00 | 0.00 | 190.0 | Moderate | 2015 | 2 | 6 | 4 | Winter | 0.665592 | 72.766667 |
| 37 | Ahmedabad | 2015-02-07 | 88.70 | 118.127103 | 7.29 | 31.32 | 37.73 | 23.483476 | 7.29 | 80.09 | 44.76 | 0.00 | 0.00 | 0.00 | 247.0 | Poor | 2015 | 2 | 7 | 5 | Winter | 0.744583 | 75.450000 |
| City | Date | PM2.5 | PM10 | NO | NO2 | NOx | NH3 | CO | SO2 | O3 | Benzene | Toluene | Xylene | AQI | AQI_Bucket | year | month | day | day_of_week | Season | PM_ratio | PM2.5_rolling | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 29521 | Visakhapatnam | 2020-06-22 | 33.17 | 108.22 | 5.58 | 42.45 | 27.06 | 13.70 | 0.73 | 13.65 | 34.85 | 3.99000 | 10.240000 | 2.320000 | 95.0 | Satisfactory | 2020 | 6 | 22 | 0 | Monsoon | 0.303699 | 28.600000 |
| 29522 | Visakhapatnam | 2020-06-23 | 25.40 | 83.38 | 2.76 | 34.09 | 19.92 | 13.13 | 0.54 | 10.40 | 43.27 | 2.88000 | 12.030000 | 1.330000 | 100.0 | Satisfactory | 2020 | 6 | 23 | 1 | Monsoon | 0.301019 | 28.176667 |
| 29523 | Visakhapatnam | 2020-06-24 | 34.36 | 90.90 | 1.22 | 23.38 | 13.12 | 14.45 | 0.56 | 10.92 | 35.12 | 2.99000 | 3.150000 | 1.600000 | 86.0 | Satisfactory | 2020 | 6 | 24 | 2 | Monsoon | 0.373885 | 30.976667 |
| 29524 | Visakhapatnam | 2020-06-25 | 13.45 | 58.54 | 2.30 | 21.60 | 13.09 | 12.27 | 0.41 | 8.19 | 29.38 | 1.28000 | 5.640000 | 0.920000 | 77.0 | Satisfactory | 2020 | 6 | 25 | 3 | Monsoon | 0.225899 | 24.403333 |
| 29525 | Visakhapatnam | 2020-06-26 | 7.63 | 32.27 | 5.91 | 23.27 | 17.19 | 11.15 | 0.46 | 6.87 | 19.90 | 1.45000 | 5.370000 | 1.450000 | 47.0 | Good | 2020 | 6 | 26 | 4 | Monsoon | 0.229336 | 18.480000 |
| 29526 | Visakhapatnam | 2020-06-27 | 15.02 | 50.94 | 7.68 | 25.06 | 19.54 | 12.47 | 0.47 | 8.55 | 23.30 | 2.24000 | 12.070000 | 0.730000 | 41.0 | Good | 2020 | 6 | 27 | 5 | Monsoon | 0.289180 | 12.033333 |
| 29527 | Visakhapatnam | 2020-06-28 | 24.38 | 74.09 | 3.42 | 26.06 | 16.53 | 11.99 | 0.52 | 12.72 | 30.14 | 0.74000 | 2.210000 | 0.380000 | 70.0 | Satisfactory | 2020 | 6 | 28 | 6 | Monsoon | 0.324677 | 15.676667 |
| 29528 | Visakhapatnam | 2020-06-29 | 22.91 | 65.73 | 3.45 | 29.53 | 18.33 | 10.71 | 0.48 | 8.42 | 30.96 | 0.01000 | 0.010000 | 0.000000 | 68.0 | Satisfactory | 2020 | 6 | 29 | 0 | Monsoon | 0.343324 | 20.770000 |
| 29529 | Visakhapatnam | 2020-06-30 | 16.64 | 49.97 | 4.05 | 29.26 | 18.80 | 10.03 | 0.52 | 9.84 | 28.30 | 0.00000 | 0.000000 | 0.000000 | 54.0 | Satisfactory | 2020 | 6 | 30 | 1 | Monsoon | 0.326467 | 21.310000 |
| 29530 | Visakhapatnam | 2020-07-01 | 15.00 | 66.00 | 0.40 | 26.85 | 14.05 | 5.20 | 0.59 | 2.10 | 17.05 | 3.28084 | 8.700972 | 3.070128 | 50.0 | Good | 2020 | 7 | 1 | 2 | Monsoon | 0.223881 | 18.183333 |